TorqueAGI
TorqueAGI is a private Physical AI company building physics-informed vision-language-action foundation models for enterprise robotics. Its TorqueFlow, TorqueField, and TorqueBuild models enable warehouse, agriculture, construction, and humanoid robots to operate in unstructured real-world environments with edge-native inference.
- Company typePrivate
- Founded2025
- HeadquartersPalo Alto, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What TorqueAGI does
TorqueAGI is a private Physical AI company founded in 2025 and headquartered in Palo Alto, California, that builds foundation models enabling robots to perceive, reason, and act in unstructured real-world environments. The company develops vision-language-action models (VLAMs) that embed physics-informed learning directly into the model architecture, allowing robots to understand geometry, materials, causality, and contact. Its product portfolio comprises three specialized foundation models: TorqueFlow for warehouse and logistics robotics (trailer unloading, mixed-SKU sorting, kitting, deformable packing), TorqueField for outdoor field operations including agriculture and construction, and TorqueBuild for dexterous manipulation and multi-part assembly. The platform is edge-native, running on NVIDIA Orin, Thor, and RTX GPUs without cloud dependency and delivering inference latencies under 30 milliseconds; the company claims 99.9% reliability across 50,000+ hours of real-world robotic data and approximately 1,000x less training data than conventional approaches for new task acquisition.
TorqueAGI firmographics
Firmographics- Name
- TorqueAGI
- Legal name
- TorqueAGI
- Website
- https://torqueagi.com
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- TorqueAGI is a private Physical AI company building physics-informed vision-language-action foundation models for enterprise robotics. Its TorqueFlow, TorqueField, and TorqueBuild models enable warehouse, agriculture, construction, and humanoid robots to operate in unstructured real-world environments with edge-native inference.
- Ownership category
- akta.pro rank
TorqueAGI industry classification
Industry- Product category
- Robotics AI Software
- SIC
- General Industrial Machinery & Equipment (3560)
- akta.pro primary industry
- Industrial & Warehouse Robotics (HDAAAIAA)
- akta.pro secondary industries
- Agricultural & Field Robotics (HDAAAIAD), Agricultural Robotics Integration, Retrofit & Automation Services (Kit installs, integration, maintenance) (AFAAAGAJ)
Keywords
Where TorqueAGI is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
TorqueAGI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations
Revenue model
- AI Model Licensing and Deployment: TorqueAGI delivers production-grade Physical AI foundation models to enterprise robotics customers. Models are deployed onto customer hardware (edge GPUs, robotic platforms) with customization for specific workflows. Revenue is generated through licensing agreements for model access, deployment support, and ongoing model improvements. The company works directly with customers to tune models to their deployment environment.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise Custom Pricing |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels7 records
TorqueAGI product offering
Product offeringCore offering
TorqueAGI delivers Physical AI foundation models that enable robots to handle complex, real-world tasks in unstructured environments. The portfolio includes TorqueFlow for warehouse and logistics robotics (trailer unloading, mixed-SKU sorting, kitting, deformable packing), TorqueField for outdoor field operations (crop counting, selective harvesting, infrastructure inspection), and TorqueBuild for dexterous manipulation and multi-part assembly. Models are licensed to enterprise robotics customers and embedded into OEM robotics platforms, running natively on edge hardware.
Product overview
TorqueAGI is a Physical AI company that delivers a platform of foundation models enabling robots to handle complex, real-world tasks with high reliability (99.9%+) and minimal data (1000x faster learning). The product portfolio consists of TorqueFlow for warehouse and logistics robotics (trailer unloading, mixed-SKU sorting, kitting, deformable packing), TorqueField for outdoor field operations (crop counting, selective harvesting, infrastructure inspection, field operations at scale), and TorqueBuild for precision assembly and dexterous manipulation (component assembly, part alignment, fastening, drywall installation). All models share a physics-informed foundation that enables robots to understand geometry, materials, and world structure, with specialized capabilities by domain. The platform is edge-native, running natively on edge hardware with low-latency, interpretable, and reliable performance.
Differentiator
Problem solved
Functional benefit
Brands
- TorqueFlow: Physics-reasoning foundation model for warehouse robotics - powers trailer unloading, mixed-SKU sorting, kitting, and deformable packing in logistics environments.
- TorqueField
- TorqueBuild
- Foresight
Products and services
- TorqueFlow Physics-reasoning foundation model for warehouse and logistics robotics that enables reliable trailer unloading, mixed-SKU sorting, kitting, and freight handling in real warehouse environments by reasoning about spatial layouts, object relationships, and deformable materials. Designed for enterprise warehouse operators and 3PL/e-commerce fulfillment centers.
- TorqueField Foundation model built for outdoor field environments that enables crop counting, selective harvesting, heavy equipment control, and infrastructure inspection through spatial understanding of terrain, objects, and context. Designed for agricultural operators and equipment manufacturers deploying robots in dynamic outdoor settings.
- TorqueBuild Foundation model for dexterous manipulation and multi-part assembly through long-horizon reasoning over geometry and contact. Enables component assembly, part alignment, fastening, and precision tasks such as drywall installation. Designed for manufacturing and construction robotics applications.
Quantifiable outcome
- 50,000+ hours of real-world robotic data with 99.9%+ reliability
- +3 more outcomes
Companies that use TorqueAGI
Customer profileNamed customers5 records
Segments4 records
Ideal customer profiles1 record
TorqueAGI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration17 records
AI capability9 records
Feature8 records
TorqueAGI partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered secondary, core and minor.
- Canvas Robotics (JLG company)secondaryTorqueAGI provides Physical AI infrastructure for Canvas Robotics' drywall finishing robots operating on active construction sites. TorqueField model helps robots reason through geometry, surfaces, and forces for taping, mudding, and sanding tasks. Canvas is a JLG company focused on construction automation.
- NVIDIAcoreTorqueAGI is an NVIDIA Perception Partner. As part of the collaboration, CEO Dr. Ashutosh Saxena presented at NVIDIA GTC 2026 on how TorqueAGI and NVIDIA technology work together to bring Physical AI to enterprise-grade robotics. TorqueAGI deploys foundation models enabling real-time perception and reasoning at the edge using NVIDIA hardware platforms (Orin, Thor, RTX GPUs).
- DexteritycoreTorqueAGI's Foresight world model powers Dexterity's robots to unload trucks as closed-loop systems in real time. This partnership covers the logistics application layer of the robotics stack, enabling real-time robotic unloading with perception and action in closed-loop operation.
- John DeerecoreTorqueAGI was selected for John Deere's 2026 Startup Collaborator Program. Through this collaboration, TorqueAGI advances AI foundation models for complex, real-world robotic autonomy in agriculture. The program, launched in 2019, deepens engagement with startups whose technology could benefit agriculture, construction, and roadbuilding customers.
- COAST AutonomoussecondaryCOAST Autonomous enhances robotic intelligence with TorqueAGI's generative AI for autonomous operations. Press coverage in Inside Unmanned Systems highlights the collaboration for adding intelligence to COAST's robotic systems.
- Avatar RoboticssecondaryAvatar Robotics, focused on deploying humanoid robots in manufacturing, logistics, and warehousing, partners with TorqueAGI for Physical AI enabling task generalization across warehouse operations. Partnership discussion in March 2026 article with CEO Colin Webb.
- Stanford UniversityminorFounder Dr. Ashutosh Saxena is a Stanford AI researcher. TorqueAGI team includes talent from Stanford. Company references Stanford research legacy and hosts Stanford faculty Q&As on their blog. Relationship is primarily through research connection and talent sourcing rather than formal commercial partnership.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
TorqueAGI competitors and assessment
Company assessmentEmerging players
- Agility Robotics: Agility Robotics develops Digit humanoid robots for warehouse and logistics automation. Comparable as an emerging humanoid deployment player with overlapping warehouse logistics use cases that drive demand for Physical AI models like TorqueFlow.
- Figure AI: Figure AI builds humanoid robots with Helix AI foundation model for general-purpose deployment. Comparable as a vertically integrated humanoid player whose deployment scenarios overlap with TorqueBuild's dexterous manipulation use cases.
- 1X Technologies: 1X (formerly Halodi Robotics) builds humanoid robots (NEO) for home and commercial use. Comparable as an emerging humanoid deployment player whose model needs for unstructured environments parallel TorqueAGI's humanoid-adjacent Physical AI targets.
Broad incumbents
- Boston Dynamics: Boston Dynamics builds advanced humanoid (Atlas) and quadruped robots with proprietary AI stacks for industrial use. Comparable as a broad humanoid/industrial robotics incumbent whose model needs intersect with TorqueAGI's foundation model offerings.
- Google DeepMind (RT-X / Gemini Robotics): Google DeepMind develops general-purpose robotics models (RT-2/RT-X, Gemini Robotics) trained on cross-embodiment data. Comparable as a broad foundation-model incumbent building physical-world intelligence at scale that overlaps with TorqueAGI's VLAM approach.
- NVIDIA (Isaac / GR00T): NVIDIA develops Isaac robotics platform and GR00T humanoid foundation models, with TorqueAGI positioned as an NVIDIA Perception Partner. Comparable as the broad incumbent in Physical AI infrastructure that both competes with and enables TorqueAGI on the same edge hardware stack.
- OpenAI: OpenAI has internal robotics model efforts (prior work on Rubik's cube, embodied agents). Comparable as a broad AI foundation-model incumbent whose moves in embodied AI directly affect TorqueAGI's competitive landscape for general-purpose robotics models.
Direct peers
- Covariant: Covariant built AI for warehouse robotics (picking, sorting, manipulation) and was acquired by Amazon to power Amazon Robotics fulfillment. Directly comparable to TorqueFlow's logistics/warehouse scope and Dexterity's product overlap with TorqueAGI's flagship logistics customers.
- Skild AI: Skild AI develops a general-purpose robotics foundation model (Skild Brain) targeting real-world manipulation and locomotion across diverse robot embodiments. Directly comparable as a foundation-model-for-robotics peer pursuing cross-embodiment generalization.
- Physical Intelligence: Physical Intelligence builds foundation models that power general-purpose robots across industrial and household tasks. It is the closest direct competitor to TorqueAGI in Physical AI foundation models for cross-embodiment robotic deployment.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
TorqueAGI social profiles
Digital presenceTorqueAGI financial estimates
Financial estimateRevenue estimate
Valuation estimate
TorqueAGI leadership team
Management profileNumber of profiles
Profiles1 record
TorqueAGI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
TorqueAGI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about TorqueAGI
What does TorqueAGI do?
TorqueAGI delivers Physical AI foundation models that enable robots to handle complex, real-world tasks in unstructured environments. The portfolio includes TorqueFlow for warehouse and logistics robotics (trailer unloading, mixed-SKU sorting, kitting, deformable packing), TorqueField for outdoor field operations (crop counting, selective harvesting, infrastructure inspection), and TorqueBuild for dexterous manipulation and multi-part assembly. Models are licensed to enterprise robotics customers and embedded into OEM robotics platforms, running natively on edge hardware.
Is TorqueAGI a public or private company?
TorqueAGI is a private company. It is classified as venture growth investor backed and is currently operating.
When was TorqueAGI founded?
TorqueAGI was founded in 2025. It employs 11 to 50 people.
Where is TorqueAGI based?
TorqueAGI is headquartered in Palo Alto, United States, in the North America region.
How does TorqueAGI make money?
One revenue line is on record: AI Model Licensing and Deployment.
Who are TorqueAGI's main competitors?
Emerging players on record are Agility Robotics, Figure AI and 1X Technologies. Broad incumbents are Boston Dynamics, Google DeepMind (RT-X / Gemini Robotics), NVIDIA (Isaac / GR00T) and OpenAI. Direct peers are Covariant, Skild AI and Physical Intelligence.
Does TorqueAGI have an API?
No public API is recorded for TorqueAGI.
What industry is TorqueAGI in?
TorqueAGI's product category is Robotics AI Software. Its primary akta.pro industry code is HDAAAIAA, Industrial & Warehouse Robotics, with a secondary code of HDAAAIAD, Agricultural & Field Robotics. Its SIC code is 3560.